Which WhatsApp chatbot can a clinic use to answer patients and book appointments?

This is the most important design decision, and the one buyers most often skip. A chatbot can tell a patient what a root canal costs. It must not tell them whether their symptoms need one.

Set the bot to hand the conversation to staff whenever a patient mentions:

• Pain, bleeding, swelling, fever or injury, or says it is urgent.
• Medication: doses, side effects, mixing drugs, whether to stop taking something.
• A diagnosis or a test result: "is this normal?", "what does my report mean?"
• Pregnancy, children's symptoms or mental health concerns.
• Anger, a complaint, or a request to talk to a person.
• Anything the clinic has not written an answer for. A good bot says it will get a staff member, rather than guessing.

When it hands over, the bot should tell the patient what happens next ("I'm passing this to our nurse, who will reply here") and your team should see the chat at once, with the full history. For a genuine emergency, staff, not the bot, should tell the patient where to go.

This is also a WhatsApp requirement, not just good practice. WhatsApp's Business Messaging Policy (last updated 23 September 2026) says a business may use automation in the 24-hour reply window "but must also have available prompt, clear, and direct escalation paths", and lists in-chat transfer to a human agent first.

Patient chats contain health information, and Malaysian law treats that differently from an ordinary customer enquiry. This is general information, not legal advice; check with your own adviser.

• Health information is "sensitive personal data". Section 4 of the Personal Data Protection Act 2010 defines sensitive personal data to include "information as to the physical or mental health or condition of a data subject".
• It needs explicit consent, with limited exceptions. Section 40 says a data user shall not process sensitive personal data unless the data subject has given explicit consent, or one of the listed exceptions applies (for example, processing for medical purposes by a healthcare professional, or by someone with an equivalent duty of confidentiality).
• WhatsApp has its own health rule. WhatsApp's Business Messaging Policy says not to use WhatsApp for telemedicine or to send or request health-related information "if applicable regulations prohibit distribution of such information to systems that do not meet heightened requirements" for handling it.

In practice, most clinics keep the chatbot on the admin side: hours, prices, bookings and reminders. They collect only what a booking needs, avoid asking for test results or detailed symptoms in chat, and limit which staff can see patient conversations. Answering "how much is a consultation?" and booking a slot is very different from discussing a diagnosis over WhatsApp.

Mampu AI lets dental, aesthetic, chiropractic and mental health clinics in Malaysia launch an AI agent on WhatsApp and the other channels patients already use. Here is what it does for a clinic, as set out on our clinic chatbot page:

• Answers from your clinic's own facts. Prices, procedures, panels, opening hours and branch addresses come from a knowledge base you fill in and can edit or switch off, never invented.
• Replies in the patient's language, so English, Malay and Chinese enquiries are all handled, including mixed messages.
• Books from a connected calendar. It offers times that are genuinely free, takes the booking, sends a confirmation and schedules the reminder. Calendars live under Flow Agents → AI Knowledge Hub → Calendar, with business hours, appointment length, buffers, notice time and how far ahead patients can book, plus booking messages for confirmations and reminders before the appointment.
• Hands over the moment it should. Pain, bleeding, medication, anything clinical or an upset patient: the conversation goes to a human with the full history attached, before anything is committed.
• One inbox for your team. WhatsApp, Instagram, Messenger, website chat and Telegram land in one place. You can assign chats to the right nurse, doctor or front-desk staff, leave internal notes the patient can't see, take over from the AI mid-conversation, and control which staff see which conversations.
• More than one branch. Patients can be routed to the nearest branch, with separate availability per location.

To start:

1. Pick clinic as your industry and choose your goal, and Mampu AI generates the flow.
2. Add your price list, opening hours, panels and branches as knowledge entries.
3. Connect your calendar and WhatsApp number, then test it in the Playground with your patients' real messages before you go live.

There is no coding and no setup fee. You can start free; see the pricing page for current plans.